Biology subjects

Gyawali, N.

Publications and source records attributed to Gyawali, N..

4 recordsLinked to original sources

bioRxiv2024

Fitness compatibility and dengue virus inhibition in a Bangladeshi strain of Aedes aegypti infected with the Wolbachia strain wAlbB

Dengue cases in Bangladesh have surged in recent years. The existing insecticide-based control program, implemented in parts of the country, is challenged by issues of insufficient household coverage and high levels of insecticide resistance in the primary dengue virus (DENV) vector, Aedes aegypti. A more sustainable, effective alternative could be the implementation of a Wolbachia-mediated disease management strategy. Infecting mosquitoes with Wolbachia can change their reproductive compatibility and their ability to transmit DENV. These new phenotypes can be exploited to suppress or replace wild-type Ae. aegypti populations. Such strategies require the development of well-characterised Wolbachia-infected strains with biological characteristics that are comparable with local mosquitoes. We created and characterised a Wolbachia-infected Ae. aegypti strain with a Dhaka wild-type genetic background, and compared its reproductive compatibility, maternal inheritance, fitness, and virus-blocking ability to the parental strains (Dhaka wild-type and wAlbB2-F4). The new Ae. aegypti strain wAlbB2-Dhaka demonstrated complete cytoplasmic incompatibility with the wild-type strain and complete maternal transmission, retaining levels of pyrethroid resistance of the Dhaka wild-type (70% survival to 10 times the dose of permethrin expected to kill susceptible mosquitoes). No significant fitness costs were detected during laboratory comparisons of fecundity, fertility, survival, mating competitiveness, or desiccation tolerance. Compared to the wild-type strain, wAlbB2-Dhaka mosquitoes had a significantly reduced number of DENV genome copies in the bodies (44.4%, p = 0.0034); two-fold reduction in dissemination to legs and wings (47.6%, p < 0.0001); and >13-fold reduction of DENV in saliva expectorates (proxy of transmission potential) (92.7%, p < 0.0001) 14 days after ingesting dengue-infected blood. Our work indicates that the wAlbB2-Dhaka strain could be used for Ae. aegypti suppression or replacement strategies for dengue management in Bangladesh. Author summaryBangladesh is currently grappling with a series of severe dengue outbreaks, resulting in more than 300 thousand infections, 1700 fatalities, and a significant influx of patients requiring hospitalisation in 2023. These outbreaks coincide with the emergence of high levels of insecticide resistance in the Ae. aegypti population, which is contributing to the failure of conventional, insecticidal control strategies. In search of more sustainable, effective dengue control strategies, approaches using the endosymbiotic bacteria Wolbachia that render mosquitoes resistant to arbovirus infection are being trialled in a number of countries. We transinfected Dhaka wild-type Ae. aegypti with the Wolbachia strain wAlbB2 by backcrossing it with a Wolbachia wAlbB2-infected Ae. aegypti strain and assessed the new strains suitability for field release. We compared the fitness and virus-blocking ability of the backcrossed strain with its parental strains. We demonstrated that the new strain, wAlbB2-Dhaka, is as fit as the Dhaka wild-type strain and blocked [~]92% of dengue virus transmission. This strain has great potential for Wolbachia-mediated dengue management strategies in Bangladesh.

zoology↗

bioRxiv2023

Using recurrent neural networks to detect supernumerary chromosomes in fungal strains causing blast diseases

The genomes of the fungus Magnaporthe oryzae that causes blast diseases on diverse grass species, including major crop plants, have indispensable core-chromosomes and may contain one or more additional supernumerary chromosomes, also known as mini-chromosomes. The mini-chromosome is speculated to play a role in fungal biology, provide effector gene mobility, and may transfer between strains. To understand and study the biological function of mini-chromosomes, it is crucial to be able to identify whether a given strain of M. oryzae possesses a mini-chromosome. In this study, we applied recurrent neural network models, more specifically, Bidirectional Long Short-Term Models (Bi-LSTM), for classifying DNA sequences as core-or mini-chromosomes. The models were trained with sequences from multiple available core- and mini-chromosome assemblies. The trained model was then used to predict the presence of the mini-chromosome in a global collection of M. oryzae isolates using short-read DNA sequences. The model predicted that the mini-chromosome was prevalent in M. oryzae isolates, including those isolated from rice, wheat, Lolium and many other grass species. Interestingly, 23 recent wheat strains collected since 2005 all carried the mini-chromosome, but none of nine early strains collected before 1991 had the mini-chromosome, indicating the preferential selection for strains carrying the mini-chromosome in recent years. Based on the limited sample size, we found the presence of the mini-chromosome in isolates of pathotype Eleusine was not as high as isolates of other pathotypes. The deep learning model was also used to identify assembled sequence contigs that were derived from the mini-chromosome and partial regions on core-chromosomes potentially translocated from a mini-chromosome. In summary, our study has developed a reliable method for categorizing DNA sequences and showcases an application of recurrent neural networks in the field of predictive genomics.

genomics↗

bioRxiv2023

Characterization of an Australian outbreak Japanese Encephalitis virus genotype 4 isolate in mice and human cortical brain organoids

BackgroundHuman infections with Japanese encephalitis virus (JEV) are a leading cause of viral encephalitis. An unprecedented outbreak of JEV genotype 4 was recently reported in Australia, with an isolate (JEVNSW/22) obtained from a stillborn piglet brain. MethodsHerein we compared the neuropathology of JEVNSW/22, JEVFU (genotype 2) and JEVNakayama (genotype 3) in adult C57BL/6J wild-type mice, mice deficient in interferon regulatory factor 7 (Irf7-/-), and mice deficient in type I interferon receptor (Ifnar-/-), as well as in human cortical brain organoids (hBOs). Using human serum post-Imojev vaccination, we performed neutralisation assays to determine JEVNSW/22 susceptibility to vaccine responses. FindingsIn C57BL/6J and Irf7-/- mice with lethal outcomes, brain infection and histopathological lesions recapitulated those seen in humans and primates. JEV was universally lethal in Ifnar-/- mice by day 3 with histological signs of brain hemorrhage, but produced no other detectable brain infection or lesions, with viral protein detected in blood vessels but not neurons. We thus describe a new Irf7-/- mouse model for JEVNSW/22, which had increased viremia compared to C57BL/6J mice, allowing for lethal neuroinvasive infection in one mouse. Overall, JEVNSW/22 was less neurovirulent than other JEV isolates in C57BL/6J and Irf7-/- mice, and was more sensitive to type I interferon. All JEV isolates showed robust cytopathic infection of human cortical brain organoids, albeit lower for JEVNSW/22. We also show that Imojev vaccination in humans induced neutralizing antibodies against JEVNSW/22, with the level of cross-neutralisation related to the conservation in envelope protein amino acid sequences for each isolate. InterpretationOur study establishes JEVNSW/22 mouse models of infection, allowing for possible lethal neuroinvasive infection that was rarer than for other JEV genotypes. JEV vaccination regimens may afford protection against this newly emerged JEV genotype 4 strain, although neutralizing antibody responses are sub-optimal. FundingQIMRB received a generous philanthropic donation from the Brazil Family Foundation awarded to D.J.R. to support Japanese Encephalitis virus research at QIMRB. A.S. holds an Investigator grant from the National Health and Medical Research Council (NHMRC) of Australia (APP1173880). We also acknowledge the intramural grant from QIMR Berghofer awarded to R.S. and D.J.R. for purchase of the CelVivo Clinostar incubator for producing human cortical brain organoids. The project "Japanese encephalitis vaccine via the intradermal route in children and adults (JEVID-2): A clinical trial comparing the immunogenicity and safety of Japanese encephalitis vaccine administered by subcutaneous and intradermal routes" being conducted by G.D., N.G., and N.W. was funded by the Sydney Childrens Hospitals Network and New South Wales Health. Research in context Evidence before the studyJEV from the historically rare genotype 4 recently emerged in Australia, causing an unprecedented outbreak, with 44 human cases and 7 fatalities. While a range of JEV mouse models have been reported, none of them infect adult mice with a genotype 4 isolate. The efficacy of current vaccines for this JEV genotype are also unclear. Added value of this studyWe establish well characterised adult and subcutaneously infected mouse models for JEV which recapitulate many aspects of human disease including lethal neuroinvasive infection and severe histopathological lesions. Prolonged viremia was significantly associated with lethal neuroinvasiveness in Irf7-/-mice. We demonstrate that a genotype 4 Australian isolate, JEVNSW/22, exhibited markedly diminished lethal neuroinvasion compared to other JEV genotypes. Using serum from Imojev vaccine recipients, neutralizing antibodies against JEVNSW/22 were present, albeit at sub-optimal titers. Implications of all the available evidenceThe establishment of well characterised adult mouse models of JEVNSW/22 with rare neuropenetrance after peripheral inoculation that recapitulate human disease is an important tool that can now be deployed in pre-clinical studies and to understand disease pathogenesis. Our study suggests that new vaccines should be developed against circulating JEV strains for optimal neutralizing antibody responses.

microbiology↗

bioRxiv2020

A micro-PRNT for the detection of Ross River virus antibodies in mosquito blood meals: a useful tool for inferring transmission pathways

IntroductionMany arboviruses of public health significance are maintained in zoonotic cycles with complex transmission pathways. The presence of serum antibody against arboviruses in vertebrates provides evidence of their historical exposure but reveals nothing about the vector-reservoir relationship. Moreover, collecting blood or tissue samples from vertebrate hosts is ethically and logistically challenging. We developed a novel approach for screening the immune status of vertebrates against Ross River virus that allows us to implicate the vectors that form the transmission pathway for this commonly notified Australian arboviral disease. MethodsA micro-plaque reduction neutralisation test (micro-PRNT) was developed and validated on koala (Phascolarctos cinereus) sera against a standard PRNT. The ability of the micro-PRNT to detect RRV antibodies in mosquito blood meals was then tested using some convenient mosquito models. Laboratory-reared Aedes aegypti were fed, via a membrane, on sheep blood supplemented with RRV seropositive and seronegative human sera. Aedes notoscriptus were fed on RRV seropositive and seronegative human volunteers. Blood-fed mosquitoes were harvested at various time points after feeding and their blood meals analysed for the presence of RRV neutralizing antibodies using the micro-PRNT. ResultsThere was significant agreement of the plaque neutralization resulting from the micro-PRNT and standard PRNT techniques (R2=0.65; P<0.0001) when applied to RRV antibody detection in koala sera. Sensitivity and specificity of the micro-PRNT assay were 88.2% and 96%, respectively, in comparison with the standard PRNT. Blood meals from mosquitoes fed on sheep blood supplemented with RRV antibodies neutralised RRV by [≥]50% until 60 hr post feeding. Similarly, mosquito blood meals from RRV seropositive human volunteers neutralised the virus by [≥]50% until 48 hr post-blood feeding. ConclusionsThe small volumes of blood present in mosquito abdomens can be used to identify RRV antibodies and therefore host exposure to arbovirus infection. In tandem with the accurate identification of the mosquito, and diagnostics for the host origin of the blood meal, this technique has tremendous potential for exploring RRV transmission pathways. It can clearly be adapted for similar studies on other mosquito borne zoonoses.

microbiology↗